Stan Peshterliev

Researcher, Meta

Joined

July 2021

Names

Stan Peshterliev (Preferred)

,

Stanislav Peshterliev

Emails

****@gmail.com (Confirmed)

,

****@amazon.com

,

****@fb.com

,

****@meta.com (Confirmed)

Personal Links

Career & Education History

Researcher

Meta (meta.com)

2020 – Present

Researcher

Amazon (amazon.com)

2013 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

Question Answering

2020 – Present

Search Relevance

2019 – Present

NLP

2013 – Present

Publications

Improving Opinion-based Question Answering Systems Through Label Error Detection and Overwrite
Xiao Yang, Ahmed K. Mohamed, Shashank Jain, Stanislav Peshterliev, Debojeet Chatterjee, Hanwen Zha, Nikita Bhalla, Gagan Aneja, Pranab Mohanty
- Published: 01 Jan 2023, Last Modified: 05 Jul 2023
- CoRR 2023
- Readers: Everyone
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Scott Yih
- 2022 (modified: 13 Jan 2023)
- NAACL-HLT (Findings) 2022
- Readers: Everyone
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick S. H. Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih
- 2022 (modified: 18 Apr 2023)
- EMNLP (Findings) 2022
- Readers: Everyone
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Sewon Min, Jordan L. Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick S. H. Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel et al. (33 additional authors not shown)
- 2021 (modified: 21 Jan 2026)
- CoRR 2021
- Readers: Everyone
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
Xilun Chen, Kushal Lakhotia, Barlas Oguz, Anchit Gupta, Patrick S. H. Lewis, Stan Peshterliev, Yashar Mehdad, Sonal Gupta, Wen-tau Yih
- 2021 (modified: 30 Nov 2021)
- CoRR 2021
- Readers: Everyone
Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering
Stan Peshterliev, Barlas Oguz, Debojeet Chatterjee, Hakan Inan, Vikas Bhardwaj
- Published: 01 Jan 2021, Last Modified: 05 Jul 2023
- CoRR 2021
- Readers: Everyone
Robustly Optimized and Distilled Training for Natural Language Understanding
Haytham ElFadeel, Stan Peshterliev
- Published: 01 Jan 2021, Last Modified: 05 Jul 2023
- CoRR 2021
- Readers: Everyone
Decoupled Transformer for Scalable Inference in Open-domain Question Answering
Haytham ElFadeel, Stan Peshterliev
- Published: 01 Jan 2021, Last Modified: 05 Jul 2023
- CoRR 2021
- Readers: Everyone
Decoupled Transformer for Scalable Inference in Open-domain Question Answering
Haytham Elfdaeel, Stanislav Peshterliev
- Published: 01 Jan 2021, Last Modified: 05 Jul 2023
- RANLP 2021
- Readers: Everyone
Unified Open-Domain Question Answering with Structured and Unstructured Knowledge
Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Sejr Schlichtkrull, Sonal Gupta, Yashar Mehdad, Scott Yih
- 2020 (modified: 22 Sept 2023)
- CoRR 2020
- Readers: Everyone

View all 18 publications

Co-Authors

View all 78 co-authors